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ORCIDEduardo D. Sontag
Eduardo Daniel Sontag
Person information
- affiliation: Northeastern University, Department of Bioengineering, Boston, MA, USA
- affiliation: Rutgers University, Department of Mathematics, New Brunswick, NJ, USA
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2020 – today
- 2024
[j117]Arthur Castello B. de Oliveira
, Milad Siami, Eduardo D. Sontag:
Edge Selections in Bilinear Dynamic Networks. IEEE Trans. Autom. Control. 69(1): 331-338 (2024)- 2023
- [j116]Muhammad Ali Al-Radhawi, Domitilla Del Vecchio, Eduardo D. Sontag:
Identifying Competition Phenotypes in Synthetic Biochemical Circuits. IEEE Control. Syst. Lett. 7: 211-216 (2023) - [c102]Arthur Castello B. de Oliveira, Milad Siami, Eduardo D. Sontag:
Dynamics and Perturbations of Overparameterized Linear Neural Networks. CDC 2023: 7356-7361 - [i20]Arthur Castello B. de Oliveira, Milad Siami, Eduardo D. Sontag:
On the ISS Property of the Gradient Flow for Single Hidden-Layer Neural Networks with Linear Activations. CoRR abs/2305.09904 (2023) - [i19]Matthew D. Kvalheim, Eduardo D. Sontag:
Why do autoencoders work? CoRR abs/2310.02250 (2023) - [i18]Leilei Cui, Zhong-Ping Jiang, Eduardo D. Sontag:
Small-Disturbance Input-to-State Stability of Perturbed Gradient Flows: Applications to LQR Problem. CoRR abs/2310.02930 (2023) - [i17]Zexiang Liu, Necmiye Ozay, Eduardo D. Sontag:
Properties of Immersions for Systems with Multiple Limit Sets with Implications to Learning Koopman Embeddings. CoRR abs/2312.17045 (2023) - 2022
- [j115]Michelangelo Bin, Jie Huang, Alberto Isidori, Lorenzo Marconi, Matteo Mischiati, Eduardo D. Sontag:
Internal Models in Control, Bioengineering, and Neuroscience. Annu. Rev. Control. Robotics Auton. Syst. 5: 55-79 (2022) - [j114]Muhammad Ali Al-Radhawi, Mahdiar Sadeghi, Eduardo D. Sontag:
Long-Term Regulation of Prolonged Epidemic Outbreaks in Large Populations via Adaptive Control: A Singular Perturbation Approach. IEEE Control. Syst. Lett. 6: 578-583 (2022) - [j113]Eduardo D. Sontag:
Remarks on input to state stability of perturbed gradient flows, motivated by model-free feedback control learning. Syst. Control. Lett. 161: 105138 (2022) - [j112]David Angeli, Muhammad Ali Al-Radhawi, Eduardo D. Sontag:
A Robust Lyapunov Criterion for Nonoscillatory Behaviors in Biological Interaction Networks. IEEE Trans. Autom. Control. 67(7): 3305-3320 (2022) - [j111]Giovanni Russo, Mario di Bernardo, Eduardo D. Sontag:
Erratum to "A Contraction Approach to the Hierarchical Analysis and Design of Networked Systems". IEEE Trans. Autom. Control. 67(8): 4384 (2022) - [c101]James M. Greene, Eduardo D. Sontag:
Minimizing the infected peak utilizing a single lockdown: a technical result regarding equal peaks. ACC 2022: 3640-3647 - [c100]Arthur Castello B. de Oliveira, Milad Siami, Eduardo D. Sontag:
Sensor and Actuator Scheduling in Bilinear Dynamical Networks. CDC 2022: 3568-3573 - 2021
- [j110]Esteban A. Hernández-Vargas, Giulia Giordano, Eduardo D. Sontag, J. Geoffrey Chase, Hyeygjeon Chang, Alessandro Astolfi:
Second special section on systems and control research efforts against COVID-19 and future pandemics. Annu. Rev. Control. 51: 424-425 (2021) - [j109]Mahdiar Sadeghi, James M. Greene, Eduardo D. Sontag:
Universal features of epidemic models under social distancing guidelines. Annu. Rev. Control. 51: 426-440 (2021) - [j108]Esteban A. Hernández-Vargas, Giulia Giordano, Eduardo D. Sontag, J. Geoffrey Chase, Hyeygjeon Chang, Alessandro Astolfi:
Third special section on systems and control research efforts against COVID-19 and future pandemics. Annu. Rev. Control. 52: 446-447 (2021) - [j107]Jared Miller, Muhammad Ali Al-Radhawi, Eduardo D. Sontag:
Mediating Ribosomal Competition by Splitting Pools. IEEE Control. Syst. Lett. 5(5): 1555-1560 (2021) - [c99]Arthur Castello B. de Oliveira, Milad Siami, Eduardo D. Sontag:
Bilinear Dynamical Networks Under Malicious Attack: An Efficient Edge Protection Method. ACC 2021: 1210-1215 - [c98]Jared Miller, Muhammad Ali Al-Radhawi, Eduardo D. Sontag:
Mediating Ribosomal Competition by Splitting Pools. ACC 2021: 1897-1902 - [c97]Arthur Castello B. de Oliveira, Milad Siami, Eduardo D. Sontag:
Eminence in Noisy Bilinear Networks. CDC 2021: 4835-4840 - [c96]Joshua Hanson, Maxim Raginsky, Eduardo D. Sontag:
Learning Recurrent Neural Net Models of Nonlinear Systems. L4DC 2021: 425-435 - [i16]Eduardo D. Sontag:
Remarks on input to state stability of perturbed gradient flows, motivated by model-free feedback control learning. CoRR abs/2108.02632 (2021) - 2020
- [j106]Esteban A. Hernández-Vargas, Giulia Giordano, Eduardo D. Sontag, J. Geoffrey Chase, Hyeygjeon Chang, Alessandro Astolfi:
First special section on systems and control research efforts against COVID-19 and future pandemics. Annu. Rev. Control. 50: 343-344 (2020) - [j105]Muhammad Ali Al-Radhawi, David Angeli, Eduardo D. Sontag:
A computational framework for a Lyapunov-enabled analysis of biochemical reaction networks. PLoS Comput. Biol. 16(2) (2020) - [c95]Eduardo D. Sontag:
Some Control Theory Ideas in Systems and Synthetic Biology. ECC 2020: 1 - [i15]Arthur Castello B. de Oliveira, Milad Siami, Eduardo D. Sontag:
Edge Selection in Bilinear Dynamical Networks. CoRR abs/2009.03884 (2020) - [i14]Joshua Hanson, Maxim Raginsky, Eduardo D. Sontag:
Learning Recurrent Neural Net Models of Nonlinear Systems. CoRR abs/2011.09573 (2020)
2010 – 2019
- 2019
- [j104]Michael Margaliot, Eduardo D. Sontag:
Revisiting totally positive differential systems: A tutorial and new results. Autom. 101: 1-14 (2019) - [j103]Mahdiar Sadeghi, Muhammad Ali Al-Radhawi, Michael Margaliot, Eduardo D. Sontag:
No Switching Policy Is Optimal for a Positive Linear System With a Bottleneck Entrance. IEEE Control. Syst. Lett. 3(4): 889-894 (2019) - [j102]Muhammad Ali Al-Radhawi, Domitilla Del Vecchio, Eduardo D. Sontag:
Multi-modality in gene regulatory networks with slow promoter kinetics. PLoS Comput. Biol. 15(2) (2019) - [j101]Shu Wang, Jia-Ren Lin, Eduardo D. Sontag, Peter K. Sorger:
Inferring reaction network structure from single-cell, multiplex data, using toric systems theory. PLoS Comput. Biol. 15(12) (2019) - [c94]Simone Bruno, Muhammad Ali Al-Radhawi, Eduardo D. Sontag, Domitilla Del Vecchio:
Stochastic analysis of genetic feedback controllers to reprogram a pluripotency gene regulatory network. ACC 2019: 5089-5096 - [c93]Deepak K. Agrawal, Ryan Marshall, Muhammad Ali Al-Radhawi, Vincent Noireaux, Eduardo D. Sontag:
Some Remarks on Robust Gene Regulation in a Biomolecular Integral Controller. CDC 2019: 2820-2825 - 2018
- [j100]Domitilla Del Vecchio, Yili Qian, Richard M. Murray, Eduardo D. Sontag:
Future systems and control research in synthetic biology. Annu. Rev. Control. 45: 5-17 (2018) - [j99]Yoram Zarai, Michael Margaliot, Eduardo D. Sontag, Tamir Tuller:
Controllability Analysis and Control Synthesis for the Ribosome Flow Model. IEEE ACM Trans. Comput. Biol. Bioinform. 15(4): 1351-1364 (2018) - [c92]Franco Blanchini, Hana EI-Samad, Giulia Giordano, Eduardo D. Sontag:
Control-theoretic methods for biological networks. CDC 2018: 466-483 - [c91]Muhammad Ali Al-Radhawi, Nithin Senthur Kumar, Eduardo D. Sontag, Domitilla Del Vecchio:
Stochastic multistationarity in a model of the hematopoietic stem cell differentiation network. CDC 2018: 1886-1892 - [c90]Michael Margaliot, Eduardo D. Sontag:
Analysis of Nonlinear Tridiagonal Cooperative Systems using Totally Positive Linear Differential Systems. CDC 2018: 3104-3109 - [c89]James M. Greene, Cynthia Sanchez-Tapia, Eduardo D. Sontag:
Control Structures of Drug Resistance in Cancer Chemotherapy. CDC 2018: 5195-5200 - [c88]J. Huang, Alberto Isidori, Lorenzo Marconi, Matteo Mischiati, Eduardo D. Sontag, W. M. Wonham:
Internal Models in Control, Biology and Neuroscience. CDC 2018: 5370-5390 - 2017
- [j98]Moritz Lang, Eduardo D. Sontag:
Zeros of nonlinear systems with input invariances. Autom. 81: 46-55 (2017) - [j97]Eduardo D. Sontag:
Dynamic compensation, parameter identifiability, and equivariances. PLoS Comput. Biol. 13(4) (2017) - [j96]Jae Kyoung Kim, Eduardo D. Sontag:
Reduction of multiscale stochastic biochemical reaction networks using exact moment derivation. PLoS Comput. Biol. 13(6) (2017) - 2016
- [j95]Michael Margaliot, Eduardo D. Sontag, Tamir Tuller:
Contraction after small transients. Autom. 67: 178-184 (2016) - [j94]Athanasios C. Antoulas, Tryphon T. Georgiou, Pramod P. Khargonekar, A. Bülent Özgüler, Eduardo D. Sontag, Yutaka Yamamoto:
Obituary for Professor Rudolf Emil Kalman. Autom. 74: 370-371 (2016) - [j93]Joao A. Ascensao, Pratik Datta, Baris Hancioglu, Eduardo D. Sontag, Maria L. Gennaro, Oleg A. Igoshin:
Non-monotonic Response to Monotonic Stimulus: Regulation of Glyoxylate Shunt Gene-Expression Dynamics in Mycobacterium tuberculosis. PLoS Comput. Biol. 12(2) (2016) - [j92]Evgeni V. Nikolaev, Eduardo D. Sontag:
Quorum-Sensing Synchronization of Synthetic Toggle Switches: A Design Based on Monotone Dynamical Systems Theory. PLoS Comput. Biol. 12(4) (2016) - [c87]Moritz Lang, Eduardo D. Sontag:
Scale-invariant systems realize nonlinear differential operators. ACC 2016: 6676-6682 - [c86]Filippo Menolascina, Roman Stocker, Eduardo D. Sontag:
In-vivo identification and control of aerotaxis in Bacillus subtilis. CDC 2016: 764-769 - [c85]Eduardo D. Sontag:
Some remarks on a model for immune signal detection and feedback. CDC 2016: 2475-2480 - [c84]Tyler Quarton, Taek Kang, Eduardo D. Sontag, Leonidas Bleris:
Exploring the impact of resource limitations on gene network reconstruction. CDC 2016: 3350-3355 - [c83]Yoram Zarai, Michael Margaliot, Eduardo D. Sontag, Tamir Tuller:
Controlling the ribosomal density profile in mRNA translation. CDC 2016: 4184-4189 - [i13]Eduardo D. Sontag:
A remark on incoherent feedforward circuits as change detectors and feedback controllers. CoRR abs/1602.00162 (2016) - 2015
- [j91]Michael Marcondes de Freitas, Eduardo D. Sontag:
A Small-Gain Theorem for Random Dynamical Systems with Inputs and Outputs. SIAM J. Control. Optim. 53(4): 2657-2695 (2015) - [c82]Abdullah Hamadeh, Eduardo D. Sontag, Domitilla Del Vecchio:
A contraction approach to input tracking via high gain feedback. CDC 2015: 7689-7694 - [r2]Eduardo D. Sontag:
Input to State Stability. Encyclopedia of Systems and Control 2015 - 2014
- [j90]David Angeli, Germán Andres Enciso, Eduardo D. Sontag:
A small-gain result for orthant-monotone systems under mixed feedback. Syst. Control. Lett. 68: 9-19 (2014) - [j89]Zahra Aminzare, Eduardo D. Sontag:
Synchronization of Diffusively-Connected Nonlinear Systems: Results Based on Contractions with Respect to General Norms. IEEE Trans. Netw. Sci. Eng. 1(2): 91-106 (2014) - [c81]Eduardo D. Sontag, Michael Margaliot, Tamir Tuller:
On three generalizations of contraction. CDC 2014: 1539-1544 - [c80]Maja Skataric, Evgeni V. Nikolaev, Eduardo D. Sontag:
Scale-invariance in singularly perturbed systems. CDC 2014: 3035-3040 - [c79]Zahra Aminzare, Eduardo D. Sontag:
Contraction methods for nonlinear systems: A brief introduction and some open problems. CDC 2014: 3835-3847 - [c78]Eduardo D. Sontag:
Quantifying the effect of interconnections on the steady states of biomolecular networks. CDC 2014: 5419-5424 - [c77]Zahra Aminzare, Eduardo D. Sontag:
Remarks on diffusive-link synchronization using non-Hilbert logarithmic norms. CDC 2014: 6086-6091 - [c76]Maja Skataric, Eduardo D. Sontag:
Remarks on model-based estimation of nonhomogeneous Poisson processes and applications to biological systems. ECC 2014: 2052-2057 - 2013
- [j88]Giovanni Russo, Mario di Bernardo, Eduardo D. Sontag:
A Contraction Approach to the Hierarchical Analysis and Design of Networked Systems. IEEE Trans. Autom. Control. 58(5): 1328-1331 (2013) - [j87]Amelia G. White, Brandon Lees, Huey-Ling Kao, Patricia Giselle Cipriani, Eliana Munarriz, Annalise B. Paaby, Katherine Erickson, Sherly Guzman, Kirk Rattanakorn, Eduardo D. Sontag, Davi Geiger, Kristin C. Gunsalus, Fabio Piano:
DevStaR: High-Throughput Quantification of C. elegans Developmental Stages. IEEE Trans. Medical Imaging 32(10): 1791-1803 (2013) - [c75]Abdullah Hamadeh, Eduardo D. Sontag, Brian P. Ingalls:
Response time re-scaling and Weber's law in adapting biological systems. ACC 2013: 4557-4562 - [c74]Michael Marcondes de Freitas, Eduardo D. Sontag:
A class of random control systems: Monotonicity and the convergent-input convergent-state property. ACC 2013: 5421-5426 - [c73]Sayed Yusef Shafi, Zahra Aminzare, Murat Arcak, Eduardo D. Sontag:
Spatial uniformity in diffusively-coupled systems using weighted L2 norm contractions. ACC 2013: 5619-5624 - [i12]Zahra Aminzare, Eduardo D. Sontag:
Some remarks on spatial uniformity of solutions of reaction-diffusion PDE's and a related synchronization problem for ODE's. CoRR abs/1312.7145 (2013) - 2012
- [j86]Ana Sofia Rufino Ferreira, Murat Arcak, Eduardo D. Sontag:
Stability certification of large scale stochastic systems using dissipativity. Autom. 48(11): 2956-2964 (2012) - [j85]Miles Miller, Marc Hafner, Eduardo D. Sontag, Noah Davidsohn, Sairam Subramanian, Priscilla E. M. Purnick, Douglas A. Lauffenburger, Ron Weiss:
Modular Design of Artificial Tissue Homeostasis: Robust Control through Synthetic Cellular Heterogeneity. PLoS Comput. Biol. 8(7) (2012) - [j84]Maja Skataric, Eduardo D. Sontag:
A Characterization of Scale Invariant Responses in Enzymatic Networks. PLoS Comput. Biol. 8(11) (2012) - [c72]Ana Sofia Rufino Ferreira, Murat Arcak, Eduardo D. Sontag:
A decomposition-based approach to stability analysis of large-scale stochastic systems. ACC 2012: 6382-6387 - [c71]David Angeli, Eduardo D. Sontag:
Remarks on the invalidation of biological models using monotone systems theory. CDC 2012: 2989-2994 - [c70]Maja Skataric, Eduardo D. Sontag:
Exploring the scale invariance property in enzymatic networks. CDC 2012: 5511-5516 - [c69]Abdullah Hamadeh, Brian P. Ingalls, Eduardo D. Sontag:
Fold-change detection as a chemotaxis model discrimination tool. CDC 2012: 5523-5527 - [i11]Maja Skataric, Eduardo D. Sontag:
A Characterization of Scale Invariant Responses in Enzymatic Networks. CoRR abs/1202.5332 (2012) - [i10]Michael Marcondes de Freitas, Eduardo D. Sontag:
Remarks on random dynamical systems with inputs and outputs and a small-gain theorem for monotone RDS. CoRR abs/1207.1690 (2012) - [i9]Zahra Aminzare, Eduardo D. Sontag:
Logarithmic Lipschitz norms and diffusion-induced instability. CoRR abs/1208.0326 (2012) - 2011
- [j83]Oren Shoval, Uri Alon, Eduardo D. Sontag:
Symmetry Invariance for Adapting Biological Systems. SIAM J. Appl. Dyn. Syst. 10(3): 857-886 (2011) - [j82]David Angeli, Patrick De Leenheer, Eduardo D. Sontag:
Persistence Results for Chemical Reaction Networks with Time-Dependent Kinetics and No Global Conservation Laws. SIAM J. Appl. Math. 71(1): 128-146 (2011) - [c68]Oren Shoval, Uri Alon, Eduardo D. Sontag:
Input symmetry invariance, and applications to biological systems. CDC/ECC 2011: 2233-2238 - [c67]David Angeli, Eduardo D. Sontag:
A small-gain result for orthant-monotone systems in feedback: The non sign-definite case. CDC/ECC 2011: 6049-6053 - [i8]Bhaskar DasGupta, Paola Vera-Licona, Eduardo D. Sontag:
Reverse Engineering of Molecular Networks from a Common Combinatorial Approach. CoRR abs/1102.4904 (2011) - [i7]Réka Albert, Bhaskar DasGupta, Anthony Gitter, Gamze Gürsoy, Rashmi Hegde, Pradyut Paul, Gowri Sangeetha Sivanathan, Eduardo D. Sontag:
A New Computationally Efficient Measure of Topological Redundancy of Biological and Social Networks. CoRR abs/1108.6113 (2011) - 2010
- [j81]Eduardo D. Sontag, Doron Zeilberger:
A symbolic computation approach to a problem involving multivariate Poisson distributions. Adv. Appl. Math. 44(4): 359-377 (2010) - [j80]Giovanni Russo, Mario di Bernardo, Eduardo D. Sontag:
Global Entrainment of Transcriptional Systems to Periodic Inputs. PLoS Comput. Biol. 6(4) (2010) - [j79]Liming Wang, Patrick De Leenheer, Eduardo D. Sontag:
Conditions for global stability of monotone tridiagonal systems with negative feedback. Syst. Control. Lett. 59(2): 130-138 (2010) - [j78]Luca Scardovi, Murat Arcak, Eduardo D. Sontag:
Synchronization of Interconnected Systems With Applications to Biochemical Networks: An Input-Output Approach. IEEE Trans. Autom. Control. 55(6): 1367-1379 (2010) - [c66]Eduardo D. Sontag:
Remarks on structural identification, modularity, and retroactivity. CDC 2010: 3373-3378 - [c65]Giovanni Russo, Mario di Bernardo, Eduardo D. Sontag:
Stability of networked systems: A multi-scale approach using contraction. CDC 2010: 6559-6564 - [c64]Amelia G. White, Patricia G. Cipriani, Huey-Ling Kao, Brandon Lees, Davi Geiger, Eduardo D. Sontag, Kristin C. Gunsalus, Fabio Piano:
Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data. CVPR 2010: 3089-3096 - [i6]Oren Shoval, Uri Alon, Eduardo D. Sontag:
Symmetry invariance for adapting biological systems. CoRR abs/1012.2782 (2010)
2000 – 2009
- 2009
- [j77]Todd Riley, Xin Yu, Eduardo D. Sontag, Arnold Levine:
The p53HMM algorithm: using profile hidden markov models to detect p53-responsive genes. BMC Bioinform. 10 (2009) - [j76]Eduardo D. Sontag, Domitilla Del Vecchio:
Engineering Principles in Bio-molecular Systems: From Retroactivity to Modularity. Eur. J. Control 15(3-4): 389-397 (2009) - [j75]Adel Dayarian, Madalena Chaves, Eduardo D. Sontag, Anirvan M. Sengupta:
Shape, Size, and Robustness: Feasible Regions in the Parameter Space of Biochemical Networks. PLoS Comput. Biol. 5(1) (2009) - [j74]Eduardo D. Sontag, Yuan Wang, Alexandre Megretski:
Input Classes for Identifiability of Bilinear Systems. IEEE Trans. Autom. Control. 54(2): 195-207 (2009) - [c63]Luca Scardovi, Murat Arcak, Eduardo D. Sontag:
Synchronization of interconnected systems with an input-output approach. Part I: Main results. CDC 2009: 609-614 - [c62]Luca Scardovi, Murat Arcak, Eduardo D. Sontag:
Synchronization of interconnected systems with an input-output approach. Part II: State-space result and application to biochemical networks. CDC 2009: 615-620 - [c61]David Angeli, Patrick De Leenheer, Eduardo D. Sontag:
On persistence of chemical reaction networks with time-dependent kinetics and no global conservation laws. CDC 2009: 4559-4564 - [c60]Domitilla Del Vecchio, Eduardo D. Sontag:
Engineering principles in bio-molecular systems: From retroactivity to modularity. ECC 2009: 658-664 - [r1]Eduardo D. Sontag:
Stability and Feedback Stabilization. Encyclopedia of Complexity and Systems Science 2009: 8616-8630 - 2008
- [j73]Réka Albert, Bhaskar DasGupta, Riccardo Dondi, Eduardo D. Sontag:
Inferring (Biological) Signal Transduction Networks via Transitive Reductions of Directed Graphs. Algorithmica 51(2): 129-159 (2008) - [j72]Sema Kachalo, Ranran Zhang, Eduardo D. Sontag, Réka Albert, Bhaskar DasGupta:
NET-SYNTHESIS: a software for synthesis, inference and simplification of signal transduction networks. Bioinform. 24(2): 293-295 (2008) - [j71]Liming Wang, Eduardo D. Sontag:
Singularly Perturbed Monotone Systems and an Application to Double Phosphorylation Cycles. J. Nonlinear Sci. 18(5): 527-550 (2008) - [j70]Mihailo R. Jovanovic, Murat Arcak, Eduardo D. Sontag:
A Passivity-Based Approach to Stability of Spatially Distributed Systems With a Cyclic Interconnection Structure. IEEE Trans. Autom. Control. 53: 75-86 (2008) - [j69]David Angeli, Eduardo D. Sontag:
Oscillations in I/O Monotone Systems Under Negative Feedback. IEEE Trans. Autom. Control. 53: 166-176 (2008) - [c59]Chikoo Oosawa, Michael A. Savageau, Abdul Salam Jarrah, Reinhard C. Laubenbacher, Eduardo D. Sontag:
Stabilizing and Destabilizing Effects of Embedding 3-Node Subgraphs on the State Space of Boolean Networks. ACRI 2008: 100-107 - [c58]Domitilla Del Vecchio, A. J. Ninfa, Eduardo D. Sontag:
A systems theory with retroactivity: Application to transcriptional modules. ACC 2008: 1368-1373 - [c57]Liming Wang, Patrick De Leenheer, Eduardo D. Sontag:
Global stability for monotone tridiagonal systems with negative feedback. CDC 2008: 4091-4096 - [p1]Eduardo D. Sontag, Murat Arcak:
Passivity-based Stability of Interconnection Structures. Recent Advances in Learning and Control 2008: 195-204 - 2007
- [j68]Bhaskar DasGupta, Germán Andres Enciso, Eduardo D. Sontag, Yi Zhang:
Algorithmic and complexity results for decompositions of biological networks into monotone subsystems. Biosyst. 90(1): 161-178 (2007) - [j67]Piotr Berman, Bhaskar DasGupta, Eduardo D. Sontag:
Randomized approximation algorithms for set multicover problems with applications to reverse engineering of protein and gene networks. Discret. Appl. Math. 155(6-7): 733-749 (2007) - [j66]Réka Albert, Bhaskar DasGupta, Riccardo Dondi, Sema Kachalo, Eduardo D. Sontag, Alexander Zelikovsky, Kelly Westbrooks:
A Novel Method for Signal Transduction Network Inference from Indirect Experimental Evidence. J. Comput. Biol. 14(7): 927-949 (2007) - [j65]Wolfgang Maass, Prashant Joshi, Eduardo D. Sontag:
Computational Aspects of Feedback in Neural Circuits. PLoS Comput. Biol. 3(1) (2007) - [c56]Domitilla Del Vecchio, Eduardo D. Sontag:
Dynamics and Control of Synthetic Bio-molecular Networks. ACC 2007: 1577-1588 - [c55]Mihailo R. Jovanovic, Murat Arcak, Eduardo D. Sontag:
Remarks on the stability of spatially distributed systems with a cyclic interconnection structure. ACC 2007: 2696-2701 - [c54]Eduardo D. Sontag, Yuan Wang, Alexandre Megretski:
Remarks on Input Classes for Identification of Bilinear Systems. ACC 2007: 4345-4350 - [c53]Pablo A. Iglesias, Mustafa Khammash, Brian Munsky, Eduardo D. Sontag, Domitilla Del Vecchio:
Systems biology and control - A tutorial. CDC 2007: 1-12 - [c52]Liming Wang, Eduardo D. Sontag:
Further results on singularly perturbed monotone systems, with an application to double phosphorylation cycles. CDC 2007: 627-632 - [c51]Murat Arcak, Eduardo D. Sontag:
A passivity-based stability criterion for a class of interconnected systems and applications to biochemical reaction networks. CDC 2007: 4477-4482 - [c50]Réka Albert, Bhaskar DasGupta, Riccardo Dondi, Sema Kachalo, Eduardo D. Sontag, Alexander Zelikovsky, Kelly Westbrooks:
A Novel Method for Signal Transduction Network Inference from Indirect Experimental Evidence. WABI 2007: 407-419 - 2006
- [j64]Murat Arcak, Eduardo D. Sontag:
Diagonal stability of a class of cyclic systems and its connection with the secant criterion. Autom. 42(9): 1531-1537 (2006) - [j63]Eduardo D. Sontag, Madalena Chaves:
Exact computation of amplification for a class of nonlinear systems arising from cellular signaling pathways. Autom. 42(11): 1987-1992 (2006) - [j62]Eduardo D. Sontag:
Passivity gains and the "secant condition" for stability. Syst. Control. Lett. 55(3): 177-183 (2006) - [j61]Eugene P. Ryan, Eduardo D. Sontag:
Well-defined steady-state response does not imply CICS. Syst. Control. Lett. 55(9): 707-710 (2006) - [c49]Murat Areak, Eduardo D. Sontag:
Connections between diagonal stability and the secant condition for cyclic systems. ACC 2006: 1-6 - [c48]David Angeli, Patrick De Leenheer, Eduardo D. Sontag:
On the structural monotonicity of chemical reaction networks. CDC 2006: 7-12 - [c47]Liming Wang, Eduardo D. Sontag:
A Remark on Singular Perturbations of Strongly Monotone Systems. CDC 2006: 989-994 - [c46]Madalena Chaves, Eduardo D. Sontag, Réka Albert:
Structure and timescale analysis in genetic regulatory networks. CDC 2006: 2358-2363 - [c45]Burton W. Andrews, Pablo A. Iglesias, Eduardo D. Sontag:
Signal Detection and Approximate Adaptation Implies an Approximate Internal Model. CDC 2006: 2364-2369 - [c44]Bhaskar DasGupta, Germán Andres Enciso, Eduardo D. Sontag, Yi Zhang:
Algorithmic and Complexity Results for Decompositions of Biological Networks into Monotone Subsystems. WEA 2006: 253-264 - [i5]Réka Albert, Bhaskar DasGupta, Riccardo Dondi, Eduardo D. Sontag:
Inferring (Biological) Signal Transduction Networks via Transitive Reductions of Directed Graphs. Electron. Colloquium Comput. Complex. TR06 (2006) - [i4]Wolfgang Maass, Prashant Joshi, Eduardo D. Sontag:
Computational aspects of feedback in neural circuits. Electron. Colloquium Comput. Complex. TR06 (2006) - 2005
- [j60]Eduardo D. Sontag:
Molecular Systems Biology and Control. Eur. J. Control 11(4-5): 396-435 (2005) - [j59]Germán Andres Enciso, Eduardo D. Sontag:
Monotone systems under positive feedback: multistability and a reduction theorem. Syst. Control. Lett. 54(2): 159-168 (2005) - [j58]João P. Hespanha, Daniel Liberzon, David Angeli, Eduardo D. Sontag:
Nonlinear norm-observability notions and stability of switched systems. IEEE Trans. Autom. Control. 50(2): 154-168 (2005) - [c43]Eduardo D. Sontag:
Molecular Systems Biology and Control: A Qualitative-Quantitative Approach. CDC/ECC 2005: 2314-2319 - [c42]Germán A. Enciso, Eduardo D. Sontag:
A Remark on Multistability for Monotone Systems II. CDC/ECC 2005: 2957-2962 - [c41]Eduardo D. Sontag:
A notion of passivity gain and a generalization of the "secant condition" for stability. CDC/ECC 2005: 5645-5649 - [c40]Wolfgang Maass, Prashant Joshi, Eduardo D. Sontag:
Principles of real-time computing with feedback applied to cortical microcircuit models. NIPS 2005: 835-842 - 2004
- [j57]Eduardo D. Sontag, Anatoly Kiyatkin, Boris N. Kholodenko:
Inferring dynamic architecture of cellular networks using time series of gene expression, protein and metabolite data. Bioinform. 20(12): 1877-1886 (2004) - [j56]David Angeli, Eduardo D. Sontag:
Multi-stability in monotone input/output systems. Syst. Control. Lett. 51(3-4): 185-202 (2004) - [j55]David Angeli, Patrick De Leenheer, Eduardo D. Sontag:
A small-gain theorem for almost global convergence of monotone systems. Syst. Control. Lett. 52(5): 407-414 (2004) - [j54]Michael Malisoff, Ludovic Rifford, Eduardo D. Sontag:
Global Asymptotic Controllability Implies Input-to-State Stabilization. SIAM J. Control. Optim. 42(6): 2221-2238 (2004) - [j53]David Angeli, Brian P. Ingalls, Eduardo D. Sontag, Yuan Wang:
Separation Principles for Input-Output and Integral-Input-to-State Stability. SIAM J. Control. Optim. 43(1): 256-276 (2004) - [j52]Pirkko Kuusela, Daniel Ocone, Eduardo D. Sontag:
Learning Complexity Dimensions for a Continuous-Time Control System. SIAM J. Control. Optim. 43(3): 872-898 (2004) - [c39]Bhaskar DasGupta, João P. Hespanha, Eduardo D. Sontag:
Aggregation-based approaches to honey-pot searching with local sensory information. ACC 2004: 1202-1207 - [c38]Bhaskar DasGupta, João P. Hespanha, Eduardo D. Sontag:
Computational complexities of honey-pot searching with local sensory information. ACC 2004: 2134-2138 - [c37]Piotr Berman, Bhaskar DasGupta, Eduardo D. Sontag:
Randomized Approximation Algorithms for Set Multicover Problems with Applications to Reverse Engineering of Protein and Gene Networks. APPROX-RANDOM 2004: 39-50 - [c36]David Angeli, Patrick De Leencheer, Eduardo D. Sontag:
Remarks on monotonicity and convergence in chemical reaction networks. CDC 2004: 243-248 - [c35]Germán A. Enciso, Eduardo D. Sontag:
A remark on multistability for monotone systems. CDC 2004: 249-254 - [c34]Madalena Chaves, Eduardo D. Sontag, Robert J. Dinerstein:
Gains and optimal design in signaling pathways. CDC 2004: 596-601 - [c33]José Luis Mancilla-Aguilar, Rafael A. García, Eduardo D. Sontag, Yuan Wang:
Representation of switched systems by perturbed control systems. CDC 2004: 3259-3264 - 2003
- [j51]Eduardo D. Sontag:
For Differential Equations with r Parameters, 2 r +1 Experiments Are Enough for Identification. J. Nonlinear Sci. 12(6): 553-583 (2003) - [j50]Eduardo D. Sontag:
Adaptation and regulation with signal detection implies internal model. Syst. Control. Lett. 50(2): 119-126 (2003) - [j49]Luc Moreau, Eduardo D. Sontag, Murat Arcak:
Feedback tuning of bifurcations. Syst. Control. Lett. 50(3): 229-239 (2003) - [j48]Eduardo D. Sontag:
A remark on the converging-input converging-state property. IEEE Trans. Autom. Control. 48(2): 313-314 (2003) - [j47]Eduardo D. Sontag, Mikhail Krichman:
An example of a GAS system which can be destabilized by an integrable perturbation. IEEE Trans. Autom. Control. 48(6): 1046-1049 (2003) - [j46]David Angeli, Eduardo D. Sontag:
Monotone control systems. IEEE Trans. Autom. Control. 48(10): 1684-1698 (2003) - [c32]David Angeli, Eduardo D. Sontag:
A note on multistability and monotone I/O systems. CDC 2003: 67-72 - [c31]Michael Malisoff, Ludovic Rifford, Eduardo D. Sontag:
Remarks on input to state stabilization. CDC 2003: 1053-1058 - [c30]Luc Moreau, Eduardo D. Sontag, Murat Arcak:
How feedback can tune a bifurcation parameter towards its unknown critical bifurcation value. CDC 2003: 2401-2406 - [c29]Patrick De Leenheer, David Angeli, Eduardo D. Sontag:
A Feedback Perspective for Chemostat Models with Crowding Effects. POSTA 2003: 167-174 - [c28]Patrick De Leenheer, David Angeli, Eduardo D. Sontag:
Small-gain Theorems for Predator-prey Systems. POSTA 2003: 191-198 - 2002
- [j45]Madalena Chaves, Eduardo D. Sontag:
State-estimators for Chemical Reaction Networks of Feinberg-Horn-Jackson Zero Deficiency Type. Eur. J. Control 8(4): 343-359 (2002) - [j44]Eduardo D. Sontag, Brian P. Ingalls:
A small-gain theorem with applications to input/output systems, incremental stability, detectability, and interconnections. J. Frankl. Inst. 339(2): 211-229 (2002) - [j43]Daniel Liberzon, Eduardo D. Sontag, Yuan Wang:
Universal construction of feedback laws achieving ISS and integral-ISS disturbance attenuation. Syst. Control. Lett. 46(2): 111-127 (2002) - [j42]Eduardo D. Sontag:
Asymptotic amplitudes and Cauchy gains: a small-gain principle and an application to inhibitory biological feedback. Syst. Control. Lett. 47(2): 167-179 (2002) - [j41]Murat Arcak, David Angeli, Eduardo D. Sontag:
A Unifying Integral ISS Framework for Stability of Nonlinear Cascades. SIAM J. Control. Optim. 40(6): 1888-1904 (2002) - [j40]Daniel Liberzon, A. Stephen Morse, Eduardo D. Sontag:
Output-input stability and minimum-phase nonlinear systems. IEEE Trans. Autom. Control. 47(3): 422-436 (2002) - [j39]Eduardo D. Sontag:
Correction to "structure and stability of certain chemical networks and applications to the kinetic proofreading model of T-cell receptor signal transduction". IEEE Trans. Autom. Control. 47(4): 705 (2002) - [c27]David Angeli, Eduardo D. Sontag:
A remark on monotone control systems. CDC 2002: 1876-1881 - [c26]Brian P. Ingalls, Eduardo D. Sontag, Yuan Wang:
Measurement to error stability: a notion of partial detectability for nonlinear systems. CDC 2002: 3946-3951 - [c25]João P. Hespanha, Daniel Liberzon, Eduardo D. Sontag:
Nonlinear observability and an invariance principle for switched systems. CDC 2002: 4300-4305 - [c24]Eduardo D. Sontag:
Asymptotic amplitudes, Cauchy gains, an associated small-gain principle, and an application to inhibitory biological feedback. CDC 2002: 4318-4323 - 2001
- [j38]Mikhail Krichman, Eduardo D. Sontag, Yuan Wang:
Input-Output-to-State Stability. SIAM J. Control. Optim. 39(6): 1874-1928 (2001) - [j37]Eduardo D. Sontag:
Structure and stability of certain chemical networks and applications to the kinetic proofreading model of T-cell receptor signal transduction. IEEE Trans. Autom. Control. 46(7): 1028-1047 (2001) - [j36]Bhaskar DasGupta, Eduardo D. Sontag:
A polynomial-time algorithm for checking equivalence under certain semiring congruences motivated by the state-space isomorphism problem for hybrid systems. Theor. Comput. Sci. 262(1): 161-189 (2001) - [c23]Brian P. Ingalls, Eduardo D. Sontag, Yuan Wang:
Generalizations of asymptotic gain characterizations of ISS to input-to-output stability. ACC 2001: 2279-2284 - [c22]David Angeli, Brian P. Ingalls, Eduardo D. Sontag, Yuan Wang:
Asymptotic characterizations of IOSS. CDC 2001: 881-886 - [c21]Murat Arcak, David Angeli, Eduardo D. Sontag:
Stabilization of cascades using integral input-to-state stability. CDC 2001: 3814-3819 - [c20]Monique Chyba, Naomi Ehrich Leonard, Eduardo D. Sontag:
Optimality for underwater vehicle's. CDC 2001: 4204-4209 - [c19]Madalena Chaves, Eduardo D. Sontag:
Observers for chemical reaction networks. ECC 2001: 3715-3720 - 2000
- [j35]Xiangyu Bao, Zongli Lin, Eduardo D. Sontag:
Finite gain stabilization of discrete-time linear systems subject to actuator saturation. Autom. 36(2): 269-277 (2000) - [j34]Wolfgang Maass, Eduardo D. Sontag:
Neural Systems as Nonlinear Filters. Neural Comput. 12(8): 1743-1772 (2000) - [j33]Eduardo D. Sontag, Yuan Wang:
Lyapunov Characterizations of Input to Output Stability. SIAM J. Control. Optim. 39(1): 226-249 (2000) - [j32]David Angeli, Eduardo D. Sontag, Yuan Wang:
A characterization of integral input-to-state stability. IEEE Trans. Autom. Control. 45(6): 1082-1097 (2000) - [c18]Daniel Liberzon, A. Stephen Morse, Eduardo D. Sontag:
A new definition of the minimum-phase property for nonlinear systems, with an application to adaptive control. CDC 2000: 2106-2111 - [c17]Thomas Natschläger, Wolfgang Maass, Eduardo D. Sontag, Anthony M. Zador:
Processing of Time Series by Neural Circuits with Biologically Realistic Synaptic Dynamics. NIPS 2000: 145-151 - [i3]Pirkko Kuusela, Daniel Ocone, Eduardo D. Sontag:
Learning Complexity Dimensions for a Continuous-Time Control System. CoRR math.OC/0012163 (2000) - [i2]Wolfgang Maass, Eduardo D. Sontag:
Neural Systems as Nonlinear Filters. Electron. Colloquium Comput. Complex. TR00 (2000)
1990 – 1999
- 1999
- [j31]Wolfgang Maass, Eduardo D. Sontag:
Analog Neural Nets with Gaussian or Other Common Noise Distribution Cannot Recognize Arbitrary Regular Languages. Neural Comput. 11(3): 771-782 (1999) - 1998
- [j30]Pascal Koiran, Eduardo D. Sontag:
Vapnik-Chervonenkis Dimension of Recurrent Neural Networks. Discret. Appl. Math. 86(1): 63-79 (1998) - [c16]Wolfgang Maass, Eduardo D. Sontag:
A Precise Characterization of the Class of Languages Recognized by Neural Nets under Gaussian and Other Common Noise Distributions. NIPS 1998: 281-287 - 1997
- [j29]Renée Koplon, Eduardo D. Sontag:
Using Fourier-neural recurrent networks to fit sequential input/output data. Neurocomputing 15(3-4): 225-248 (1997) - [j28]Pascal Koiran, Eduardo D. Sontag:
Neural Networks with Quadratic VC Dimension. J. Comput. Syst. Sci. 54(1): 190-198 (1997) - [j27]Eduardo D. Sontag:
Shattering All Sets of k Points in 'General Position' Requires (k - 1)/2 Parameters. Neural Comput. 9(2): 337-348 (1997) - [j26]Francis H. Clarke, Yuri S. Ledyaev, Eduardo D. Sontag, Andrei I. Subbotin:
Asymptotic controllability implies feedback stabilization. IEEE Trans. Autom. Control. 42(10): 1394-1407 (1997) - [c15]Pascal Koiran, Eduardo D. Sontag:
Vapnik-Chervonenkis Dimension of Recurrent Neural Networks. EuroCOLT 1997: 223-237 - [i1]Wolfgang Maass, Eduardo D. Sontag:
Analog Neural Nets with Gaussian or other Common Noise Distributions cannot Recognize Arbitrary Regular Languages. Electron. Colloquium Comput. Complex. TR97 (1997) - 1996
- [j25]Eduardo D. Sontag, Yuan Wang:
New characterizations of input-to-state stability. IEEE Trans. Autom. Control. 41(9): 1283-1294 (1996) - [j24]Bhaskar DasGupta, Eduardo D. Sontag:
Sample complexity for learning recurrent perceptron mappings. IEEE Trans. Inf. Theory 42(5): 1479-1487 (1996) - [e1]Rajeev Alur, Thomas A. Henzinger, Eduardo D. Sontag:
Hybrid Systems III: Verification and Control, Proceedings of the DIMACS/SYCON Workshop on Verification and Control of Hybrid Systems, October 22-25, 1995, Ruttgers University, New Brunswick, NJ, USA. Lecture Notes in Computer Science 1066, Springer 1996, ISBN 3-540-61155-X [contents] - 1995
- [j23]Munther A. Dahleh, Eduardo D. Sontag, David N. C. Tse, John N. Tsitsiklis:
Worst-case identification of nonlinear fading memory systems. Autom. 31(3): 503-508 (1995) - [j22]Eduardo D. Sontag:
On the Input-to-State Stability Property. Eur. J. Control 1(1): 24-36 (1995) - [j21]Hava T. Siegelmann, Eduardo D. Sontag:
On the Computational Power of Neural Nets. J. Comput. Syst. Sci. 50(1): 132-150 (1995) - [j20]Eduardo D. Sontag:
Control of systems without drift via generic loops. IEEE Trans. Autom. Control. 40(7): 1210-1219 (1995) - [j19]Eduardo D. Sontag, Andrew R. Teel:
Changing supply functions in input/state stable systems. IEEE Trans. Autom. Control. 40(8): 1476-1478 (1995) - [j18]Bhaskar DasGupta, Hava T. Siegelmann, Eduardo D. Sontag:
On the complexity of training neural networks with continuous activation functions. IEEE Trans. Neural Networks 6(6): 1490-1504 (1995) - [c14]Eduardo D. Sontag:
Interconnected Automata and Linear Systems: A Theoretical Framework in Discrete-Time. Hybrid Systems 1995: 436-448 - [c13]Eduardo D. Sontag:
Critical Points for Neural Net Least-Squares Problems. ICNN 1995: 2949-2954 - [c12]Pascal Koiran, Eduardo D. Sontag:
Neural Networks with Quadratic VC Dimension. NIPS 1995: 197-203 - [c11]Bhaskar DasGupta, Eduardo D. Sontag:
Sample Complexity for Learning Recurrent Perceptron Mappings. NIPS 1995: 204-210 - 1994
- [j17]Héctor J. Sussmann, Eduardo D. Sontag, Yudi Yang:
A general result on the stabilization of linear systems using bounded controls. IEEE Trans. Autom. Control. 39(12): 2411-2425 (1994) - [j16]Hava T. Siegelmann, Eduardo D. Sontag:
Analog Computation via Neural Networks. Theor. Comput. Sci. 131(2): 331-360 (1994) - [c10]Bhaskar DasGupta, Hava T. Siegelmann, Eduardo D. Sontag:
On a Learnability Question Associated to Neural Networks with Continuous Activations (Extended Abstract). COLT 1994: 47-56 - 1993
- [j15]Francesca Albertini, Eduardo D. Sontag:
For neural networks, function determines form. Neural Networks 6(7): 975-990 (1993) - [c9]José L. Balcázar, Ricard Gavaldà, Hava T. Siegelmann, Eduardo D. Sontag:
Some Structural Complexity Aspects of Neural Computation. SCT 1993: 253-265 - [c8]Christian Darken, Michael Donahue, Leonid Gurvits, Eduardo D. Sontag:
Rate of Approximation Results Motivated by Robust Neural Network Learning. COLT 1993: 303-309 - [c7]Hava T. Siegelmann, Eduardo D. Sontag:
Analog Computation Via Neural Networks. ISTCS 1993: 98-107 - [c6]Angus Macintyre, Eduardo D. Sontag:
Finiteness results for sigmoidal "neural" networks. STOC 1993: 325-334 - 1992
- [j14]Eduardo D. Sontag:
Feedforward Nets for Interpolation and Classification. J. Comput. Syst. Sci. 45(1): 20-48 (1992) - [j13]Eduardo D. Sontag:
Feedback stabilization using two-hidden-layer nets. IEEE Trans. Neural Networks 3(6): 981-990 (1992) - [c5]Hava T. Siegelmann, Eduardo D. Sontag:
On the Computational Power of Neural Nets. COLT 1992: 440-449 - [c4]Hava T. Siegelmann, Eduardo D. Sontag, C. Lee Giles:
The Complexity of Language Recognition by Neural Networks. IFIP Congress (1) 1992: 329-335 - 1991
- [j12]Eduardo D. Sontag, Héctor J. Sussmann:
Back propagation separates where perceptrons do. Neural Networks 4(2): 243-249 (1991) - [c3]Wolfgang Maass, Georg Schnitger, Eduardo D. Sontag:
On the Computational Power of Sigmoid versus Boolean Threshold Circuits. FOCS 1991: 767-776 - 1990
- [c2]Eduardo D. Sontag:
Remarks on Interpolation and Recognition Using Neural Nets. NIPS 1990: 939-945
1980 – 1989
- 1989
- [j11]Eduardo D. Sontag, Héctor J. Sussmann:
Backpropagation Can Give Rise to Spurious Local Minima Even for Networks without Hidden Layers. Complex Syst. 3(1) (1989) - [j10]Eduardo D. Sontag:
Sigmoids Distinguish More Efficiently Than Heavisides. Neural Comput. 1(4): 470-472 (1989) - 1986
- [c1]Eduardo D. Sontag, Héctor J. Sussmann:
Time-optimal control of manipulators. ICRA 1986: 1692-1697 - 1985
- [j9]Eduardo D. Sontag:
Real Addition and the Polynomial Hierarchy. Inf. Process. Lett. 20(3): 115-120 (1985) - [j8]Bradley W. Dickinson, Eduardo D. Sontag:
Dynamic realizations of sufficient sequences. IEEE Trans. Inf. Theory 31(5): 670-676 (1985) - 1981
- [j7]Eduardo D. Sontag:
Conditions for Abstract Nonlinear Regulation. Inf. Control. 51(2): 105-127 (1981)
1970 – 1979
- 1979
- [j6]Yves Rouchaleau, Eduardo D. Sontag:
On the Existence of Minimal Realizations of Linear Dynamical Systems over Noetherian Integral Domains. J. Comput. Syst. Sci. 18(1): 65-75 (1979) - [j5]Eduardo D. Sontag:
On finitary linear systems. Kybernetika 15(5): 349-358 (1979) - 1978
- [j4]Eduardo D. Sontag:
On Split Realizations of Response Maps over Rings. Inf. Control. 37(1): 23-33 (1978) - 1977
- [j3]Eduardo D. Sontag:
The Lattice of Minimal Realizations of Response Maps Over Rings. Math. Syst. Theory 11: 169-175 (1977) - 1976
- [j2]Eduardo D. Sontag:
On Linear Systems and Noncommutative Rings. Math. Syst. Theory 9(4): 327-344 (1976) - 1975
- [j1]Eduardo D. Sontag:
On Some Questions of Rationality and Decidability. J. Comput. Syst. Sci. 11(3): 375-381 (1975)
Coauthor Index
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